MyCareersFuture Scraper: SG Jobs, No Login

Extract job postings from MyCareersFuture, Singapore's official government job portal (over 1.9 million active postings). No login, no browser: title, salary range, employer with its UEN, skills and full description, read straight from the site's own public API.

At a glance

What you get	Singapore jobs from MyCareersFuture: title, company, hiring company, employment types, position levels, categories, skills, districts, salary, dates, description.
Price	$2.00 per 1,000 postings: a 50-posting test run costs about $0.11, start fee included.
Speed	50 postings in about 30 seconds. No login, no proxy, no browser to configure.
Try it	Click Try for free, fill the short form and run: the first 50 postings arrive in under a minute.
Keep it fresh	Schedule it daily and keep only the new postings: see "Monitor new postings daily" below.

What you can do with it

• Search Singapore's official job board directly. Any keyword MyCareersFuture's own search accepts.
• Benchmark Singapore wages. salary.minimum/maximum kept as numbers, with the pay period (Monthly, Hourly...), whenever a posting discloses one.
• Verify the hiring employer. company.uen is the business's official Unique Entity Number.
• Feed a job alert or aggregator. A stable id and canonical url per posting for deduplication across runs.

Input

Field	What it does
keyword	Job title or skill, for example engineer. Empty means the newest postings.
maxItems	The run stops once this many postings are saved (default 50).
includeDescriptions	Fetch each posting's own page for the full description (one extra request per posting).

Example input:

{
  "keyword": "engineer",
  "maxItems": 50,
  "includeDescriptions": true
}

Output

One record per posting:

{
  "id": "01784e6b4dd70a69ed3a296d623038da",
  "url": "https://www.mycareersfuture.gov.sg/job/education-training/preschool-reading-writing-teacher-...",
  "title": "Preschool Reading & Writing Teacher",
  "company": { "name": "MINDCHAMPS PERFORMING ARTS INTERNATIONAL PRESCHOOL @CHANGI BUSINESS PARK PTE. LIMITED", "uen": "200818395H" },
  "hiringCompany": null,
  "employmentTypes": ["Permanent"],
  "positionLevels": ["Non-executive"],
  "categories": ["Education and Training"],
  "skills": ["Childcare", "Literacy", "Classroom Management"],
  "districts": ["Islandwide"],
  "salary": { "minimum": 2600, "maximum": 3600, "type": "Monthly" },
  "postedDate": "2026-09-29",
  "expiryDate": "2026-10-29",
  "description": "Job Description: Plan, supervise, and implement the Literacy programme..."
}

Export the dataset as JSON, CSV or Excel, or read it through the Apify API.

Why this one

• Official UEN on every employer, useful for verifying a hiring company without an extra lookup.
• Structured salary, not buried in free text. salary.minimum/maximum/type are numbers whenever the posting discloses a pay range.
• No browser, no proxy, no API key. MyCareersFuture's search is the same public JSON API its own front end calls.

Good to know

• Without a keyword, MyCareersFuture's own API does not paginate past its first page, so a keyword-less run returns its newest ~20 postings; set a keyword for a larger harvest.
• Some postings are filed by a licensed employment agency. Singapore law requires the agency to sign off with its licence number and the personal registration number of the individual consultant handling the role; that whole closing block, along with any loose e-mail address, is removed from description.
• hiringCompany is only set when an agency posts on behalf of a named client company; most postings have none.
• This is an unofficial tool, not affiliated with the Government of Singapore or MyCareersFuture. Check the site's terms and the data protection rules that apply to your use.

FAQ

Does it need a browser or a proxy?
No. The Actor reads MyCareersFuture's own public JSON API directly.

Does it work without keyword?
Yes, for a quick productive sample of the newest postings. For a larger harvest (hundreds or thousands of results), set a keyword: MyCareersFuture's own API only paginates past its first page when one is given.

Can I get the data in Excel or Google Sheets?
Yes. Export the dataset as CSV, Excel or JSON from the Apify console, or connect the Apify Google Sheets integration.

Try it

Open mycareersfuture-jobs-scraper on the Apify Store

Why this one

• Official UEN on every employer, useful for verifying a hiring company without an extra lookup.
• Structured salary, not buried in free text. salary.minimum/maximum/type are numbers whenever the posting discloses a pay range.
• No browser, no proxy, no API key. MyCareersFuture's search is the same public JSON API its own front end calls.

Who uses it

• Recruiting agencies and HR teams watch which companies hire, for which roles and at which salary, in their market.
• Job boards and aggregators feed their own site with fresh postings in a stable schema, without maintaining a parser.
• B2B sales and lead generation: a company that is hiring is a company that is buying. Filter postings by role to spot prospects early.
• Labour-market research: salaries, skills in demand, remote share and hiring volume over time.

Pricing

Pay per result: $2.00 per 1,000 postings, plus $0.01 per run start with the default 4 GB of memory. For example, 100 postings cost about $0.21. You only pay for the postings you receive, and platform usage is included in that price. Store discounts apply automatically on paid Apify plans: up to 20% off every event on the higher tiers.

Run it from your code

JavaScript:

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.actor('bibian/mycareersfuture-jobs-scraper').call({
  maxItems: 50,
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();

Python:

from apify_client import ApifyClient

client = ApifyClient(token="<APIFY_TOKEN>")
run = client.actor("bibian/mycareersfuture-jobs-scraper").call(run_input={
    "maxItems": 50
})
items = client.dataset(run["defaultDatasetId"]).list_items().items

Monitor new postings daily and connect your tools

1. Schedule it. Save a task, set its publication date filter to the shortest window, and schedule it daily with Apify Schedules. Deduplicate on the id field if you keep your own copy. Tick Only new results in the input and each run returns, and charges, only the postings that earlier runs of the same search did not deliver.
2. Push the results where you work. Add an Apify integration or a webhook to the task: Google Sheets, Slack, Make, Zapier, n8n or your own endpoint, triggered at the end of every run.
3. Call it from your stack. The API and the JavaScript and Python clients return the dataset as JSON, CSV or Excel.
4. Let an AI agent use it. Through the Apify MCP server, assistants such as Claude or ChatGPT can search the Store, read this page and run the actor as a tool.

Frequently asked questions

Do I need an account, cookies or a proxy for MyCareersFuture? No. The actor reads publicly visible pages only.

Which formats can I export? JSON, CSV, Excel, XML, HTML table or RSS, from the dataset page or through the API.

Is it legal to scrape? The actor collects publicly visible postings and respects the robots.txt rules of the site. How you use the data is your responsibility: check the site's terms and the laws that apply to you, for example the GDPR.

Need another site, a missing field or a new filter? Open an issue in the Issues tab and say what you need, with an example URL if you have one. Requests are read, and the most asked ones are built next.

Need a custom version built for you? I also build private versions and custom scrapers: another site, extra fields, a specific output format, or delivery straight to Google Sheets, a database or a webhook. Open an issue in the Issues tab with what you need and an example URL, and I will reply there with a quote.

Something does not work? Open an issue in the Issues tab. Every public actor is test-run daily and the broken ones are repaired.

Did this save you time? A short review on the Store page helps other people find the actor, and tells me what to improve next.

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